Welcome to my academic homepage. I am Yichu Xu, a Ph.D. candidate at Wuhan University (WHU) @Sigma advised by Prof. Lefei Zhang, Prof. Bo Du and Prof. Liangpei Zhang. My research interests include:

Remote Sensing Image Interpretation: Hyperspectral Image Classification, Hyperspectral Target/ Anomaly Detection, Change Detection
Remote Sensing Foundation Model

📧 I am open to collaboration and welcome inquiries from anyone interested in my research. Please feel free to concat.

📱 Contact

WeChat: Yichu_Xu
Email: xuyichu@whu.edu.cn

🔥 News

2025.04: HyperSIGMA首个十亿级高光谱智能理解大模型基金委网站 • 武大测国重 • 遥感与深度学习
2025.03: A co-author paper is accepted by IEEE IGARSS!
2025.03: A co-first author paper is accepted by IEEE TPAMI!
2025.02: A paper is accepted by Neural Networks!
2025.01: Our paper Hyperspectral Anomaly Detection Based on Machine Learning: An Overview has been selected as ESI Highly Cited Papers (TOP 1%)！.
2024.03: A paper is accepted by IEEE TGRS!

📝 Publications

**(* equal contribution, ^# corresponding author)**

TPAMI 2025

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model

Di Wang*, Meiqi Hu*, Yao Jin*, Yuchun Miao*, Jiaqi Yang*, Yichu Xu*, Xiaolei Qin*, Jiaqi Ma*, Lingyu Sun*, Chenxing Li*, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang.

PDF | Project | Code

Under Review